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Independent project, not affiliated with Anthropic
csoai-org avatar

Memory Search Mcp

csoai-org/memory-search-mcp
STDIOregistry active
Summary

This is a persistent memory layer for Claude that stores and retrieves conversation context using semantic search. It tracks what the AI cares about through weighted episodes, links related memories into temporal chains, and consolidates information over time into a queryable knowledge base. You'd reach for this when you need Claude to remember context across sessions without re-explaining background, or when building assistants that need to recall past interactions, preferences, or decisions. The system is built with EU AI Act compliance features baked in, including bias detection and transparency tooling. Install via pip or Smithery, and it plugs in through standard MCP stdio transport.

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MCP Scorecard: 86/100

Memory Search MCP

MEOK AI Labs EU AI Act License PyPI

Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, knowle...

Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, knowledge base, and memory consolidation.


Quick Install

ClientInstall
Claude DesktopInstall in Claude
CursorInstall in Cursor
VS CodeInstall in VS Code
WindsurfInstall in Windsurf
Dockerdocker run -p 8000:8000 memory-search-mcp
pippip install memory-search-mcp

Overview

🚀 Quick Start

# Install via pip
pip install memory_search_mcp

# Or install via Smithery
npx -y @smithery/cli@latest install memory-search-mcp --client claude

✨ Features

  • MCP protocol compliant
  • Easy installation
  • Well-documented API
  • Production-ready
  • Active maintenance

📖 Documentation

  • Full Documentation
  • API Reference
  • EU AI Act Compliance Guide

🛡️ Compliance

This MCP server is built with EU AI Act compliance built-in:

  • ✅ Article 9 — Risk Management System
  • ✅ Article 13 — Transparency & Instructions for Use
  • ✅ Article 15 — Bias Detection & Testing
  • ✅ Article 26 — FRIA Support (where applicable)
  • ✅ Article 50 — AI Content Watermarking (where applicable)

Need help getting compliant? Book a free 15-min diagnostic →

🏢 Enterprise

Need custom development, SLA guarantees, or white-label deployment?

  • Pro: $99/mo — Full MCP suite + EU AI Act tracking
  • Enterprise: $499/mo — Custom dev + SLA + Dedicated support

View Pricing → | Contact Sales →

🤝 Part of the MEOK Ecosystem

This server is part of the MEOK AI Labs ecosystem — 300+ MCP servers for sovereign AI governance.

DomainPurpose
councilof.aiEU AI Act compliance marketplace
safetyof.aiAI safety & monitoring
meok.aiSovereign AI platform
cobolbridge.aiLegacy modernization

📜 License

MIT © CSOAI-ORG


Built with 💜 by MEOK AI Labs · UK Companies House 16939677

MIT © [MEOK AI Labs](https://meok.ai)

Pairs with MEOK Governance Suite

Build something that touches users? You need compliance. MEOK ships 38 governance MCPs that drop in alongside this tool — EU AI Act, DORA, NIS2, CRA, GDPR, ISO 42001, FDA SaMD, MDR, Basel, MiFID II, MiCA, COPPA, and more.

# One-shot install of the governance pack
npx meok-setup --pack governance

Free tier: 10 calls/day per MCP. Pro tier (£79/mo): unlimited + cryptographically signed compliance attestations your auditor verifies independently.

→ Full catalogue: councilof.ai/catalogue → MEOK AI Labs: meok.ai

💸 Try MEOK in 30 seconds — instant buy ladder

TierPriceWhat you getStripe
Smoke test£1Signed sample MCP-Hardening report + Article 50 PDFhttps://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Quick Kit£9EU AI Act Article 50 implementation guide (C2PA + EU-Icon)https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Founder Call£2930-min 1-on-1 with the founderhttps://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t

Refundable. UK Stripe — VAT-clean. Builds on the 81-MCP MEOK fleet. Verify any signed report at https://meok.ai/verify.

Configuration

Add to your claude_desktop_config.json (Claude Desktop) or your MCP client config:

{
  "mcpServers": {
    "memory-search-mcp": {
      "command": "uvx",
      "args": ["memory-search-mcp"]
    }
  }
}

Or: pip install memory-search-mcp then run the memory-search-mcp command (stdio transport).

Examples

Once configured, ask your assistant, for example:

  • "Use record_memory to …"
  • "Use search_memory to …"
  • "Use add_knowledge to …"
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Categories
AI & LLM ToolsSearch & Web Crawling
Registryactive
Packagememory-search-mcp
TransportSTDIO
UpdatedMay 7, 2026
View on GitHub

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